Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 953 |
| Missing cells | 95 |
| Missing cells (%) | 0.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 228.9 KiB |
| Average record size in memory | 245.9 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 8 |
| Categorical | 2 |
key has 95 (10.0%) missing values | Missing |
track_id has unique values | Unique |
acousticness_% has 60 (6.3%) zeros | Zeros |
instrumentalness_% has 866 (90.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-26 16:55:19.293831 |
|---|---|
| Analysis finished | 2024-06-26 16:55:25.606356 |
| Duration | 6.31 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
track_id
Text
UNIQUE 
| Distinct | 953 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 59.7 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.996852 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6668 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 953 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 4082370 |
|---|---|
| 2nd row | 6247887 |
| 3rd row | 6974739 |
| 4th row | 2362023 |
| 5th row | 4386478 |
| Value | Count | Frequency (%) |
| 4082370 | 1 | 0.1% |
| 5374189 | 1 | 0.1% |
| 3197174 | 1 | 0.1% |
| 6974739 | 1 | 0.1% |
| 2362023 | 1 | 0.1% |
| 4386478 | 1 | 0.1% |
| 5031502 | 1 | 0.1% |
| 1892693 | 1 | 0.1% |
| 7366228 | 1 | 0.1% |
| 5563881 | 1 | 0.1% |
| Other values (943) | 943 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 752 | |
| 6 | 733 | |
| 2 | 716 | |
| 4 | 689 | |
| 1 | 689 | |
| 7 | 681 | |
| 5 | 673 | |
| 8 | 642 | |
| 0 | 551 | |
| 9 | 541 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6667 | |
| Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 752 | |
| 6 | 733 | |
| 2 | 716 | |
| 4 | 689 | |
| 1 | 689 | |
| 7 | 681 | |
| 5 | 673 | |
| 8 | 642 | |
| 0 | 551 | |
| 9 | 541 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6668 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 752 | |
| 6 | 733 | |
| 2 | 716 | |
| 4 | 689 | |
| 1 | 689 | |
| 7 | 681 | |
| 5 | 673 | |
| 8 | 642 | |
| 0 | 551 | |
| 9 | 541 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6668 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 752 | |
| 6 | 733 | |
| 2 | 716 | |
| 4 | 689 | |
| 1 | 689 | |
| 7 | 681 | |
| 5 | 673 | |
| 8 | 642 | |
| 0 | 551 | |
| 9 | 541 |
bpm
Real number (ℝ)
| Distinct | 124 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.5404 |
| Minimum | 65 |
|---|---|
| Maximum | 206 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 81 |
| Q1 | 100 |
| median | 121 |
| Q3 | 140 |
| 95-th percentile | 174 |
| Maximum | 206 |
| Range | 141 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 28.057802 |
|---|---|
| Coefficient of variation (CV) | 0.22896777 |
| Kurtosis | -0.39902742 |
| Mean | 122.5404 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.41324555 |
| Sum | 116781 |
| Variance | 787.24023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 39 | 4.1% |
| 140 | 31 | 3.3% |
| 130 | 31 | 3.3% |
| 92 | 25 | 2.6% |
| 110 | 24 | 2.5% |
| 150 | 21 | 2.2% |
| 90 | 21 | 2.2% |
| 122 | 19 | 2.0% |
| 105 | 19 | 2.0% |
| 125 | 18 | 1.9% |
| Other values (114) | 705 |
| Value | Count | Frequency (%) |
| 65 | 2 | 0.2% |
| 67 | 1 | 0.1% |
| 71 | 3 | 0.3% |
| 72 | 3 | 0.3% |
| 73 | 1 | 0.1% |
| 74 | 1 | 0.1% |
| 75 | 1 | 0.1% |
| 76 | 2 | 0.2% |
| 77 | 4 | |
| 78 | 9 |
| Value | Count | Frequency (%) |
| 206 | 2 | |
| 204 | 1 | |
| 202 | 2 | |
| 200 | 1 | |
| 198 | 1 | |
| 196 | 1 | |
| 192 | 1 | |
| 189 | 1 | |
| 188 | 1 | |
| 186 | 2 |
key
Categorical
MISSING 
| Distinct | 11 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 95 |
| Missing (%) | 10.0% |
| Memory size | 52.8 KiB |
| C# | |
|---|---|
| G | |
| G# | |
| F | |
| B | |
| Other values (6) |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.4358974 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1232 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | C# |
| 3rd row | F |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| C# | 120 | |
| G | 96 | |
| G# | 91 | |
| F | 89 | |
| B | 81 | |
| D | 81 | |
| A | 75 | |
| F# | 73 | |
| E | 62 | |
| A# | 57 | |
| (Missing) | 95 |
Length
| Value | Count | Frequency (%) |
| g | 187 | |
| f | 162 | |
| a | 132 | |
| c | 120 | |
| d | 114 | |
| b | 81 | |
| e | 62 | 7.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| # | 374 | |
| G | 187 | |
| F | 162 | |
| A | 132 | 10.7% |
| C | 120 | 9.7% |
| D | 114 | 9.3% |
| B | 81 | 6.6% |
| E | 62 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 858 | |
| Other Punctuation | 374 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 187 | |
| F | 162 | |
| A | 132 | |
| C | 120 | |
| D | 114 | |
| B | 81 | |
| E | 62 | 7.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| # | 374 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 858 | |
| Common | 374 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 187 | |
| F | 162 | |
| A | 132 | |
| C | 120 | |
| D | 114 | |
| B | 81 | |
| E | 62 | 7.2% |
Common
| Value | Count | Frequency (%) |
| # | 374 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1232 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| # | 374 | |
| G | 187 | |
| F | 162 | |
| A | 132 | 10.7% |
| C | 120 | 9.7% |
| D | 114 | 9.3% |
| B | 81 | 6.6% |
| E | 62 | 5.0% |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.8 KiB |
| Major | |
|---|---|
| Minor |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 4765 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Major |
|---|---|
| 2nd row | Major |
| 3rd row | Major |
| 4th row | Major |
| 5th row | Minor |
Common Values
| Value | Count | Frequency (%) |
| Major | 550 | |
| Minor | 403 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| major | 550 | |
| minor | 403 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 953 | |
| o | 953 | |
| r | 953 | |
| a | 550 | |
| j | 550 | |
| i | 403 | |
| n | 403 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3812 | |
| Uppercase Letter | 953 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 953 | |
| r | 953 | |
| a | 550 | |
| j | 550 | |
| i | 403 | |
| n | 403 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 953 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4765 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 953 | |
| o | 953 | |
| r | 953 | |
| a | 550 | |
| j | 550 | |
| i | 403 | |
| n | 403 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4765 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 953 | |
| o | 953 | |
| r | 953 | |
| a | 550 | |
| j | 550 | |
| i | 403 | |
| n | 403 |
danceability_%
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.96957 |
| Minimum | 23 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 40.6 |
| Q1 | 57 |
| median | 69 |
| Q3 | 78 |
| 95-th percentile | 89 |
| Maximum | 96 |
| Range | 73 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 14.63061 |
|---|---|
| Coefficient of variation (CV) | 0.21846654 |
| Kurtosis | -0.33356575 |
| Mean | 66.96957 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.43587813 |
| Sum | 63822 |
| Variance | 214.05475 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70 | 43 | 4.5% |
| 77 | 32 | 3.4% |
| 80 | 31 | 3.3% |
| 56 | 30 | 3.1% |
| 74 | 29 | 3.0% |
| 81 | 28 | 2.9% |
| 73 | 27 | 2.8% |
| 78 | 26 | 2.7% |
| 71 | 26 | 2.7% |
| 65 | 26 | 2.7% |
| Other values (62) | 655 |
| Value | Count | Frequency (%) |
| 23 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 25 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 28 | 2 | 0.2% |
| 29 | 1 | 0.1% |
| 31 | 4 | |
| 32 | 2 | 0.2% |
| 33 | 3 | |
| 34 | 7 |
| Value | Count | Frequency (%) |
| 96 | 1 | 0.1% |
| 95 | 6 | |
| 94 | 1 | 0.1% |
| 93 | 5 | |
| 92 | 10 | |
| 91 | 12 | |
| 90 | 9 | |
| 89 | 7 | |
| 88 | 7 | |
| 87 | 10 |
valence_%
Real number (ℝ)
| Distinct | 94 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.43127 |
| Minimum | 4 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 32 |
| median | 51 |
| Q3 | 70 |
| 95-th percentile | 90 |
| Maximum | 97 |
| Range | 93 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 23.480632 |
|---|---|
| Coefficient of variation (CV) | 0.45654389 |
| Kurtosis | -0.93933627 |
| Mean | 51.43127 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 0.0082235369 |
| Sum | 49014 |
| Variance | 551.34007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 21 | 2.2% |
| 40 | 20 | 2.1% |
| 59 | 18 | 1.9% |
| 53 | 18 | 1.9% |
| 55 | 18 | 1.9% |
| 61 | 17 | 1.8% |
| 49 | 16 | 1.7% |
| 22 | 16 | 1.7% |
| 50 | 15 | 1.6% |
| 42 | 15 | 1.6% |
| Other values (84) | 779 |
| Value | Count | Frequency (%) |
| 4 | 5 | |
| 5 | 2 | 0.2% |
| 6 | 3 | |
| 7 | 5 | |
| 8 | 4 | |
| 9 | 2 | 0.2% |
| 10 | 6 | |
| 11 | 6 | |
| 12 | 6 | |
| 13 | 5 |
| Value | Count | Frequency (%) |
| 97 | 5 | 0.5% |
| 96 | 13 | |
| 95 | 1 | 0.1% |
| 94 | 4 | 0.4% |
| 93 | 4 | 0.4% |
| 92 | 9 | |
| 91 | 7 | |
| 90 | 10 | |
| 89 | 6 | |
| 88 | 9 |
energy_%
Real number (ℝ)
| Distinct | 80 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.279119 |
| Minimum | 9 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 34.6 |
| Q1 | 53 |
| median | 66 |
| Q3 | 77 |
| 95-th percentile | 89 |
| Maximum | 97 |
| Range | 88 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 16.550526 |
|---|---|
| Coefficient of variation (CV) | 0.25747904 |
| Kurtosis | -0.25998229 |
| Mean | 64.279119 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.44639922 |
| Sum | 61258 |
| Variance | 273.91991 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 74 | 29 | 3.0% |
| 62 | 28 | 2.9% |
| 76 | 27 | 2.8% |
| 66 | 25 | 2.6% |
| 73 | 23 | 2.4% |
| 60 | 23 | 2.4% |
| 68 | 23 | 2.4% |
| 79 | 22 | 2.3% |
| 80 | 22 | 2.3% |
| 70 | 22 | 2.3% |
| Other values (70) | 709 |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 16 | 1 | 0.1% |
| 20 | 4 | |
| 23 | 1 | 0.1% |
| 24 | 4 | |
| 25 | 3 | |
| 26 | 2 | |
| 27 | 3 |
| Value | Count | Frequency (%) |
| 97 | 2 | 0.2% |
| 96 | 2 | 0.2% |
| 95 | 1 | 0.1% |
| 94 | 6 | |
| 93 | 3 | 0.3% |
| 92 | 4 | 0.4% |
| 91 | 9 | |
| 90 | 12 | |
| 89 | 14 | |
| 88 | 12 |
acousticness_%
Real number (ℝ)
ZEROS 
| Distinct | 98 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.057712 |
| Minimum | 0 |
|---|---|
| Maximum | 97 |
| Zeros | 60 |
| Zeros (%) | 6.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 18 |
| Q3 | 43 |
| 95-th percentile | 81.4 |
| Maximum | 97 |
| Range | 97 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 25.996077 |
|---|---|
| Coefficient of variation (CV) | 0.96076405 |
| Kurtosis | -0.19208351 |
| Mean | 27.057712 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.9524617 |
| Sum | 25786 |
| Variance | 675.79604 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 60 | 6.3% |
| 1 | 48 | 5.0% |
| 4 | 35 | 3.7% |
| 2 | 33 | 3.5% |
| 5 | 30 | 3.1% |
| 3 | 30 | 3.1% |
| 9 | 29 | 3.0% |
| 6 | 29 | 3.0% |
| 11 | 24 | 2.5% |
| 7 | 22 | 2.3% |
| Other values (88) | 613 |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 1 | 48 | |
| 2 | 33 | |
| 3 | 30 | |
| 4 | 35 | |
| 5 | 30 | |
| 6 | 29 | |
| 7 | 22 | 2.3% |
| 8 | 17 | 1.8% |
| 9 | 29 |
| Value | Count | Frequency (%) |
| 97 | 2 | 0.2% |
| 96 | 1 | 0.1% |
| 95 | 1 | 0.1% |
| 94 | 2 | 0.2% |
| 93 | 2 | 0.2% |
| 92 | 3 | |
| 91 | 5 | |
| 90 | 3 | |
| 89 | 2 | 0.2% |
| 88 | 2 | 0.2% |
instrumentalness_%
Real number (ℝ)
ZEROS 
| Distinct | 39 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5813221 |
| Minimum | 0 |
|---|---|
| Maximum | 91 |
| Zeros | 866 |
| Zeros (%) | 90.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 91 |
| Range | 91 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.4097999 |
|---|---|
| Coefficient of variation (CV) | 5.3182079 |
| Kurtosis | 56.635596 |
| Mean | 1.5813221 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.1242172 |
| Sum | 1507 |
| Variance | 70.724735 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 1 | 21 | 2.2% |
| 2 | 7 | 0.7% |
| 4 | 5 | 0.5% |
| 3 | 4 | 0.4% |
| 5 | 4 | 0.4% |
| 9 | 3 | 0.3% |
| 63 | 3 | 0.3% |
| 18 | 3 | 0.3% |
| 6 | 3 | 0.3% |
| Other values (29) | 34 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 1 | 21 | 2.2% |
| 2 | 7 | 0.7% |
| 3 | 4 | 0.4% |
| 4 | 5 | 0.5% |
| 5 | 4 | 0.4% |
| 6 | 3 | 0.3% |
| 8 | 2 | 0.2% |
| 9 | 3 | 0.3% |
| 10 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 91 | 1 | 0.1% |
| 90 | 1 | 0.1% |
| 83 | 1 | 0.1% |
| 72 | 1 | 0.1% |
| 63 | 3 | |
| 61 | 1 | 0.1% |
| 51 | 2 | |
| 47 | 1 | 0.1% |
| 46 | 1 | 0.1% |
| 44 | 1 | 0.1% |
liveness_%
Real number (ℝ)
| Distinct | 68 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.213012 |
| Minimum | 3 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 12 |
| Q3 | 24 |
| 95-th percentile | 44.4 |
| Maximum | 97 |
| Range | 94 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 13.711223 |
|---|---|
| Coefficient of variation (CV) | 0.75282571 |
| Kurtosis | 5.7143954 |
| Mean | 18.213012 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.10428 |
| Sum | 17357 |
| Variance | 187.99765 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 102 | 10.7% |
| 9 | 93 | 9.8% |
| 10 | 78 | 8.2% |
| 12 | 72 | 7.6% |
| 8 | 54 | 5.7% |
| 13 | 47 | 4.9% |
| 7 | 38 | 4.0% |
| 15 | 36 | 3.8% |
| 14 | 29 | 3.0% |
| 6 | 26 | 2.7% |
| Other values (58) | 378 |
| Value | Count | Frequency (%) |
| 3 | 4 | 0.4% |
| 4 | 5 | 0.5% |
| 5 | 16 | 1.7% |
| 6 | 26 | 2.7% |
| 7 | 38 | 4.0% |
| 8 | 54 | |
| 9 | 93 | |
| 10 | 78 | |
| 11 | 102 | |
| 12 | 72 |
| Value | Count | Frequency (%) |
| 97 | 1 | |
| 92 | 1 | |
| 91 | 1 | |
| 90 | 1 | |
| 83 | 1 | |
| 80 | 2 | |
| 77 | 1 | |
| 72 | 2 | |
| 67 | 1 | |
| 66 | 2 |
speechiness_%
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.131165 |
| Minimum | 2 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 33 |
| Maximum | 64 |
| Range | 62 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 9.9128876 |
|---|---|
| Coefficient of variation (CV) | 0.97845488 |
| Kurtosis | 3.3744263 |
| Mean | 10.131165 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.9346683 |
| Sum | 9655 |
| Variance | 98.265341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 175 | |
| 3 | 152 | |
| 5 | 130 | |
| 6 | 76 | 8.0% |
| 8 | 52 | 5.5% |
| 7 | 49 | 5.1% |
| 9 | 37 | 3.9% |
| 10 | 24 | 2.5% |
| 11 | 22 | 2.3% |
| 12 | 16 | 1.7% |
| Other values (38) | 220 |
| Value | Count | Frequency (%) |
| 2 | 3 | 0.3% |
| 3 | 152 | |
| 4 | 175 | |
| 5 | 130 | |
| 6 | 76 | |
| 7 | 49 | 5.1% |
| 8 | 52 | 5.5% |
| 9 | 37 | 3.9% |
| 10 | 24 | 2.5% |
| 11 | 22 | 2.3% |
| Value | Count | Frequency (%) |
| 64 | 1 | 0.1% |
| 59 | 1 | 0.1% |
| 49 | 1 | 0.1% |
| 46 | 3 | |
| 45 | 2 | |
| 44 | 2 | |
| 43 | 1 | 0.1% |
| 42 | 1 | 0.1% |
| 41 | 1 | 0.1% |
| 40 | 4 |
| bpm | danceability_% | valence_% | energy_% | acousticness_% | instrumentalness_% | liveness_% | speechiness_% | key | mode | |
|---|---|---|---|---|---|---|---|---|---|---|
| bpm | 1.000 | -0.124 | 0.042 | 0.028 | -0.034 | -0.040 | 0.000 | 0.044 | 0.031 | 0.000 |
| danceability_% | -0.124 | 1.000 | 0.400 | 0.148 | -0.147 | -0.074 | -0.093 | 0.283 | 0.064 | 0.118 |
| valence_% | 0.042 | 0.400 | 1.000 | 0.353 | -0.019 | -0.139 | -0.015 | 0.111 | 0.073 | 0.000 |
| energy_% | 0.028 | 0.148 | 0.353 | 1.000 | -0.475 | -0.054 | 0.046 | 0.090 | 0.015 | 0.091 |
| acousticness_% | -0.034 | -0.147 | -0.019 | -0.475 | 1.000 | 0.049 | -0.028 | -0.048 | 0.038 | 0.077 |
| instrumentalness_% | -0.040 | -0.074 | -0.139 | -0.054 | 0.049 | 1.000 | -0.033 | -0.125 | 0.026 | 0.000 |
| liveness_% | 0.000 | -0.093 | -0.015 | 0.046 | -0.028 | -0.033 | 1.000 | -0.021 | 0.000 | 0.000 |
| speechiness_% | 0.044 | 0.283 | 0.111 | 0.090 | -0.048 | -0.125 | -0.021 | 1.000 | 0.025 | 0.031 |
| key | 0.031 | 0.064 | 0.073 | 0.015 | 0.038 | 0.026 | 0.000 | 0.025 | 1.000 | 0.277 |
| mode | 0.000 | 0.118 | 0.000 | 0.091 | 0.077 | 0.000 | 0.000 | 0.031 | 0.277 | 1.000 |
| track_id | bpm | key | mode | danceability_% | valence_% | energy_% | acousticness_% | instrumentalness_% | liveness_% | speechiness_% | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4082370 | 125 | B | Major | 80 | 89 | 83 | 31 | 0 | 8 | 4 |
| 1 | 6247887 | 92 | C# | Major | 71 | 61 | 74 | 7 | 0 | 10 | 4 |
| 2 | 6974739 | 138 | F | Major | 51 | 32 | 53 | 17 | 0 | 31 | 6 |
| 3 | 2362023 | 170 | A | Major | 55 | 58 | 72 | 11 | 0 | 11 | 15 |
| 4 | 4386478 | 144 | A | Minor | 65 | 23 | 80 | 14 | 63 | 11 | 6 |
| 5 | 5031502 | 141 | C# | Major | 92 | 66 | 58 | 19 | 0 | 8 | 24 |
| 6 | 1892693 | 148 | F | Minor | 67 | 83 | 76 | 48 | 0 | 8 | 3 |
| 7 | 7366228 | 100 | F | Major | 67 | 26 | 71 | 37 | 0 | 11 | 4 |
| 8 | 5563881 | 130 | C# | Minor | 85 | 22 | 62 | 12 | 0 | 28 | 9 |
| 9 | 5586506 | 170 | D | Minor | 81 | 56 | 48 | 21 | 0 | 8 | 33 |
| track_id | bpm | key | mode | danceability_% | valence_% | energy_% | acousticness_% | instrumentalness_% | liveness_% | speechiness_% | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 943 | 4322356 | 144 | F | Major | 93 | 62 | 61 | 0 | 0 | 12 | 20 |
| 944 | 4343383 | 125 | F | Major | 54 | 22 | 76 | 0 | 0 | 14 | 3 |
| 945 | 3108815 | 142 | F | Minor | 85 | 40 | 43 | 4 | 0 | 39 | 32 |
| 946 | 8174233 | 120 | D | Major | 64 | 11 | 53 | 1 | 0 | 25 | 27 |
| 947 | 1587452 | 96 | F | Major | 57 | 55 | 74 | 22 | 0 | 8 | 4 |
| 948 | 3476877 | 144 | A | Major | 60 | 24 | 39 | 57 | 0 | 8 | 3 |
| 949 | 2341529 | 166 | F# | Major | 42 | 7 | 24 | 83 | 1 | 12 | 6 |
| 950 | 8553734 | 92 | C# | Major | 80 | 81 | 67 | 4 | 0 | 8 | 6 |
| 951 | 6773043 | 97 | C# | Major | 82 | 67 | 77 | 8 | 0 | 12 | 5 |
| 952 | 6728037 | 90 | E | Minor | 61 | 32 | 67 | 15 | 0 | 11 | 5 |